With the development and rapid applications of single cell RNA sequencing techniques in investigating the TME, specific cell subtypes that can contribute to tumor progression have been identified, including SPP1+ macrophage, FAP+ GPX3+ cancer associated fibroblast, and CYP4F3+ monocyte at pan-cancer level [173,174,175]. The gene discussed is FAP; the disease is cancer.